Hugging Face tests a 4× reduction with pooling-aware training
Pooling-aware training reduced document vectors to one quarter in a multi-vector search index while retaining 97.8% of the unchanged nDCG@10 performance.
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Pooling-aware training reduced document vectors to one quarter in a multi-vector search index while retaining 97.8% of the unchanged nDCG@10 performance.
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